Skip to main content

Integrating User Modeling Into Information Extraction: The UMIE Prototype

  • Conference paper
User Modeling

Abstract

This paper introduces user modeling into the process of information extraction. It presents the user modeling prototype (UMIE) that we developed during the research project ECRAN. UMIE takes as input information extracted from corpora and adapts it according to the user’s interests in domain categories.

ECRAN (Extraction of Content: Research At Near-market) is a Language Engineering research project (LE-2110), partially supported by the EU, that aims at developing a new technology for information extraction systems in order to reach the market with those systems.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

References

  • Allen, R. B. (1990). User models: Theory, method, and practice. International Journal of Man-Machine Studies 32:511–543.

    Article  Google Scholar 

  • Brajnik, G., Guida, G., and Tasso, C. (1990). User modeling in expert man-machine interfaces: A case study in intelligent information retrieval. IEEE Transactions on Systems, Man, and Cybernetics 20:166–185.

    Article  Google Scholar 

  • Brajnik, G., and Tasso, C. (1994). A shell for developing non-monotonic user modeling systems. International Journal of Human Computer Studies 40:31–62.

    Article  Google Scholar 

  • Croft, B., and Thompson, R. (1986). An overview of the PR Document Retrieval System. In Proceedings of the Second Conference on Computer Interfaces and Interaction for Information Retrieval.

    Google Scholar 

  • Karkaletsis, E., Benaki, E., Spyropoulos, C., and Collier, R. (1996). D-1.3.1: Defining User Profiles and Domain Knowledge Format. ECRAN.

    Google Scholar 

  • Kay, J. (1995). The urn toolkit for cooperative user modeling. User Modeling and User-Adapted Interaction 4:146–196.

    Article  Google Scholar 

  • Orwant J. (1993). Doppelgänger Goes to School: Machine Learning for User Modeling. MSc Thesis, Massachusetts Institute of Technology.

    Google Scholar 

  • Rich, E. (1983). Users are individuals: Individualising user models. International Journal of Man-Machine Studies 18:199–214.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1997 Springer-Verlag Wien

About this paper

Cite this paper

Benaki, E., Karkaletsis, V.A., Spyropoulos, C.D. (1997). Integrating User Modeling Into Information Extraction: The UMIE Prototype. In: Jameson, A., Paris, C., Tasso, C. (eds) User Modeling. International Centre for Mechanical Sciences, vol 383. Springer, Vienna. https://doi.org/10.1007/978-3-7091-2670-7_7

Download citation

  • DOI: https://doi.org/10.1007/978-3-7091-2670-7_7

  • Publisher Name: Springer, Vienna

  • Print ISBN: 978-3-211-82906-6

  • Online ISBN: 978-3-7091-2670-7

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics